User | mafrmt00 |
Upload Date | January 20 2025 05:00 PM |
Views | 2 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device | Google Tensor G2 |
System Information | |
---|---|
Operating System | Android 15 |
Model | Google Pixel 7 Pro |
Model ID | Google Pixel 7 Pro |
Motherboard | cheetah |
Governor | sched_pixel |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3396 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.35 GHz |
Cluster 3 | 2 Cores @ 2.85 GHz |
Memory Information | |
---|---|
Size | 11.20 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
222
41.3 IPS |
|
Image Classification (HP)
|
100% |
5479
1.02 KIPS |
|
Image Classification (Q)
|
99% |
8439
1.57 KIPS |
|
Image Segmentation (SP)
|
100% |
288
4.67 IPS |
|
Image Segmentation (HP)
|
100% |
5052
81.9 IPS |
|
Image Segmentation (Q)
|
98% |
9125
148.4 IPS |
|
Pose Estimation (SP)
|
100% |
373
0.44 IPS |
|
Pose Estimation (HP)
|
100% |
20820
24.3 IPS |
|
Pose Estimation (Q)
|
97% |
37651
44.1 IPS |
|
Object Detection (SP)
|
100% |
215
17.0 IPS |
|
Object Detection (HP)
|
100% |
4571
362.6 IPS |
|
Object Detection (Q)
|
87% |
6466
518.6 IPS |
|
Face Detection (SP)
|
100% |
507
6.02 IPS |
|
Face Detection (HP)
|
100% |
459
5.45 IPS |
|
Face Detection (Q)
|
97% |
31131
371.2 IPS |
|
Depth Estimation (SP)
|
100% |
412
3.17 IPS |
|
Depth Estimation (HP)
|
99% |
22225
171.2 IPS |
|
Depth Estimation (Q)
|
64% |
32903
302.9 IPS |
|
Style Transfer (SP)
|
100% |
674
0.87 IPS |
|
Style Transfer (HP)
|
100% |
658
0.85 IPS |
|
Style Transfer (Q)
|
58% |
2198
3.95 IPS |
|
Image Super-Resolution (SP)
|
100% |
213
7.87 IPS |
|
Image Super-Resolution (HP)
|
100% |
6148
227.0 IPS |
|
Image Super-Resolution (Q)
|
97% |
10982
406.9 IPS |
|
Text Classification (SP)
|
100% |
290
387.2 IPS |
|
Text Classification (HP)
|
100% |
303
404.3 IPS |
|
Text Classification (Q)
|
92% |
2119
2.85 KIPS |
|
Machine Translation (SP)
|
100% |
458
7.89 IPS |
|
Machine Translation (HP)
|
100% |
438
7.54 IPS |
|
Machine Translation (Q)
|
57% |
307
7.50 IPS |